Hervé Bourlard

EPFL STI SEL-GE
ELE 130 (Bâtiment ELE)
Station 11
CH-1015 Lausanne

EPFL STI IEL LIDIAP
ELE 130 (Bâtiment ELE)
Station 14
CH-1015 Lausanne

Web site: Site web: https://idiap.epfl.ch/

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Données administratives

Enseignement & Phd

Enseignement

Electrical and Electronics Engineering

Programmes doctoraux

Doctoral Program in Electrical Engineering

Doctorants

Dubagunta Subrahmanya Pavankumar, Janbakhshi Parvaneh, Kabil Selen Hande, Pignat Emmanuel, Schnell Bastian, Vyas Apoorv,

A dirigé les thèses EPFL de

Ajmera Jitendra , Aradilla Guillermo , Asaei Afsaneh , Atanasoaei Cosmin , Ba Silèye Oumar , Babu Saheer Lakshmi , Bala Subburaman Venkatesh , Barnard Mark , Benzeghiba Mohamed Faouzi , Chen Datong , Chingovska Ivana , Da Silva Quelhas Pedro Manuel , De Freitas Pereira Tiago , Dey Subhadeep , Dighe Pranay , Dimitrakakis Christos , El Shafey Laurent , Favre Sarah , Fornoni Marco , Grangier David , Habibi Maryam , Hagen Astrid , Heusch Guillaume , Honnet Pierre-Edouard Jean Charles , Ikbal Shajith , Imseng David , Jaquier Noémie Laure Gwendoline , Just Agnès , Keller Mikaela , Ketabdar Hamed , Kuzborskij Ilja , Lathoud Guillaume , Lebret Rémi Philippe , Legrand Joël Yvon Roland , Liang Hui , Luo Jie , Magimai Doss Mathew , Mesot Bertrand , Meyer Thomas , Miculicich Werlen Lesly Sadiht , Misra Hemant , Mohammadi Amir , Mohammadi Gelareh , Monay Michaud Florent , Muckenhirn Hannah , Oliveira Pinheiro Pedro Henrique , Paiement Jean-François , Palaz Dimitri , Pappas Nikolaos , Parthasarathi Sree Hari Krishnan , Pinto Joel Praveen , Poh Norman Hoon Thian , Pozdnoukhov Alexei , Pu Xiao , Ram Dhananjay , Rasipuram Ramya , Razavi Marzieh , Rodriguez Yann , Roy Anindya , Sapru Ashtosh , Scaringella Nicolas , Smith Kevin , Stephenson Todd , Taghizadeh Mohammadjavad , Tanwani Ajay Kumar , Tommasi Tatiana , Tong Sibo , Ullmann Raphaël Marc , Vijayasenan Deepu , Weber Katrin , Yazdani Majid , Yella Sree Harsha , Zhang Dong ,

Cours

Statistical Sequence Processing

1. Introduction: Statistical (static and dynamic) pattern recognition, temporal pattern recognition problems, etc
2. Basic tools in temporal pattern modeling: Correlation, autocorrelation, linear/nonlinear AR, ARMA and ARCH modeling.
3. Statistical pattern recognition: Bayes classifiers, artificial neural networks (ANNs), discriminant functions, Expectation-Maximization algorithm, dyn